Searching the World Wide Web for Local Services and Facilities: A Review on the Patterns of Location-Based Queries

Many queries sent to search engines refer to specific locations in the world. Location-based queries try to find local services and facilities around the user’s environment or in a particular area. This paper reviews the specifications of geospatial queries and discusses the similarities and differences between location-based queries and other queries. We introduce nine patterns for location-based queries containing either a service name alone or a service name accompanied by a location name. Our survey indicates that at least 22% of the Web queries have a geospatial dimension and most of these can be considered as location-based queries. We propose that location-based queries should be treated different from general queries to produce more relevant results.

[1]  Luis Gravano,et al.  Computing Geographical Scopes of Web Resources , 2000, VLDB.

[2]  M. Sanderson,et al.  Analyzing geographic queries , 2004 .

[3]  A. F. Adams,et al.  The Survey , 2021, Dyslexia in Higher Education.

[4]  Cheng Niu,et al.  Location Normalization for Information Extraction , 2002, COLING.

[5]  Stephen Soderland,et al.  Learning to Extract Text-Based Information from the World Wide Web , 1997, KDD.

[6]  Thad Starner,et al.  Web Technologies - Thick Clients for Personal Wireless Devices , 2002, Computer.

[7]  Robert Weibel,et al.  Spatial information retrieval and geographical ontologies an overview of the SPIRIT project , 2002, SIGIR '02.

[8]  Robert Meersman,et al.  On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE , 2003, Lecture Notes in Computer Science.

[9]  Frederico T. Fonseca,et al.  Ontology-driven geographic information systems , 1999, GIS '99.

[10]  Carolyn R. Watters,et al.  Geosearcher: Location-based Ranking of Search Engine Results , 2003, J. Assoc. Inf. Sci. Technol..

[11]  Luis Gravano,et al.  Exploiting Geographical Location Information of Web Pages , 1999, WebDB.

[12]  John W. Stanley,et al.  Website localization , 1999, SIGDOC '99.

[13]  K. Minton.  Extraction Patterns for Information Extraction Tasks : A Survey , 1999 .

[14]  Luis Gravano,et al.  Categorizing web queries according to geographical locality , 2003, CIKM '03.

[15]  Alia I. Abdelmoty,et al.  Maintaining Ontologies for Geographical Information Retrieval on the Web , 2003, OTM.

[16]  Amanda Spink,et al.  From E-Sex to E-Commerce: Web Search Changes , 2002, Computer.

[17]  Dragomir R. Radev,et al.  Mining the web for answers to natural language questions , 2001, CIKM '01.